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kparde / sport_analysis_and_viz

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In this project, we created an 'expected goals' metric to help us assess a team's performance rather than the actual number of goals scored. We merged this metric with the calculation of a team's offensive and defensive ratings, which are updated after every game, to create a classification model that predicts the outcome of future matches, as w…

python data-science machine-learning jupyter numpy jupyter-notebook pandas data-visualization data-analysis feature-engineering query-analysis kaggle-dataset sport-analytics fifa18 data-analysis-python missingno
  • Updated Jun 17, 2021
  • Python

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